Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001748

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006385

distance 0.098 · cross-district

#2 · Bhandaracell 4710002489

distance 0.103

#3 · Bhandaracell 4710001747

distance 0.109

#4 · Gondiacell 4760003114

distance 0.111 · cross-district

#5 · Bhandaracell 4710002839

distance 0.116

#6 · Gondiacell 4760003193

distance 0.118 · cross-district

#7 · Bhandaracell 4710001507

distance 0.119

#8 · Gondiacell 4760002947

distance 0.123 · cross-district

#9 · Bhandaracell 4710001498

distance 0.129

#10 · Bhandaracell 4710002668

distance 0.136

#11 · Gondiacell 4760002870

distance 0.136 · cross-district

#12 · Bhandaracell 4710001859

distance 0.138

#13 · Nagpurcell 4840002480

distance 0.138 · cross-district

#14 · Nagpurcell 4840002481

distance 0.139 · cross-district

#15 · Bhandaracell 4710001778

distance 0.145

#16 · Bhandaracell 4710002488

distance 0.145

#17 · Bhandaracell 4710001779

distance 0.145

#18 · Gondiacell 4760001237

distance 0.148 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710001748}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.